All Theory of Computation Titles

This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive overview of the many different methods that have been developed in numerous contexts.

This book provides a thorough description of hypercomputation, covering all attempts at devising conceptual hypermachines and all new promising computational paradigms that may eventually lead to the construction of a hypermachine.

This illustrated book brings together results of forty years of study into computational, mathematical, physical and engineering aspects of The Game of Life cellular automata. The book includes simple to understand examples of cellular automata dynamics.

This book is an abridged version of our two-volume opus Convex Analysis and Minimization Algorithms [18], about which we have received very positive feedback from users, readers, lecturers ever since ...

This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. It provides links to a complete set of teaching tutorials, exercises and solutions.

This book introduces the fundamental concepts, models, techniques, and results that form the basic paradigms of computing. It examines all the essential topics in formal languages, automata, computability, and complexity.

Some of the world’s leading researchers in this high-profile field explain how their methodological innovations in discrete mathematics, computer science, and topology are now being used to unearth the mysteries of biological processes at a molecular level.